Pandas DataFrame: Adding New Columns (with Code Examples)
To append a new column to a dataframe in Python, you can use the following code:
import pandas as pd
# create a sample dataframe
df = pd.DataFrame({'A': [1, 2, 3],
'B': [4, 5, 6]})
# create a new column
new_column = pd.Series([7, 8, 9])
# append new column to dataframe
df['C'] = new_column
print(df)
Output:
A B C
0 1 4 7
1 2 5 8
2 3 6 9
In this example, we first create a sample dataframe with two columns 'A' and 'B'. Then, we create a new column 'C' using a Pandas Series object. Finally, we append the new column to the dataframe using the square bracket notation and assign it the value of the new column.
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